<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <title>人工智能课</title>
</head>
<body>
<div data-v-a6a58a5e="" class="content-list">
    <div data-v-a6a58a5e="" class="contentlistwrap">
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">开篇词 | 人工智能：新时代的必修课</h2>
                <div class="article-item-hd"><i class="iconfont article-item-viewed">
                    
                </i> <span class="article-item-time">2017-12-05</span></div>
                <img src="https://static001.geekbang.org/resource/image/62/f6/62cae6130fb45864382257e8eeeb3bf6.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">在未来的几个月中，“人工智能基础课”这个专栏将和你分享人工智能的基础知识，以帮助你更好地理解人工智能的内...</p>
                <div class="article-item-more"><a href="/column/article/1291" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/1291">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">01 数学基础 | 九层之台，起于累土：线性代数</h2>
                <div class="article-item-hd"><i class="iconfont article-item-viewed">
                    
                </i> <span class="article-item-time">2017-12-09</span></div>
                <img src="https://static001.geekbang.org/resource/image/14/1f/147866e3d67b24700e7e969a1f90e71f.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">必备的数学知识是理解人工智能不可或缺的要素，今天的种种人工智能技术归根到底都建立在数学模型之上，而这些数...</p>
                <div class="article-item-more"><a href="/column/article/1340" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/1340">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">02 数学基础 | 月有阴晴圆缺，此事古难全：概率论</h2>
                <div class="article-item-hd"><i class="iconfont article-item-viewed">
                    
                </i> <span class="article-item-time">2017-12-12</span></div>
                <img src="https://static001.geekbang.org/resource/image/28/98/28c8946dd3dffeae71807c6c8cdcaf98.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">除了线性代数之外，概率论也是人工智能研究中必备的数学基础。随着连接主义学派的兴起，概率统计已经取代了数理...</p>
                <div class="article-item-more"><a href="/column/article/1341" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/1341">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">03 数学基础 | 窥一斑而知全豹：数理统计</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2017-12-14</span></div>
                <img src="https://static001.geekbang.org/resource/image/fa/70/fa4415758b91f07deb24d89004038670.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">在人工智能的研究中，数理统计同样不可或缺。基础的统计理论有助于对机器学习的算法和数据挖掘的结果做出解释。</p>
                <div class="article-item-more"><a href="/column/article/1498" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/1498">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">04 数学基础 | 不畏浮云遮望眼：最优化方法</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2017-12-16</span></div>
                <img src="https://static001.geekbang.org/resource/image/d3/57/d309af2894e6bddd4a841851c4beee57.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">几乎所有的人工智能问题最后都会归结为一个优化问题的求解，因而最优化理论同样是人工智能必备的基础知识。</p>
                <div class="article-item-more"><a href="/column/article/1507" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/1507">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">05 数学基础 | 万物皆数，信息亦然：信息论</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2017-12-19</span></div>
                <img src="https://static001.geekbang.org/resource/image/b2/53/b257f6c658ed34f865a64c40236ea753.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">信息论使用“信息熵”的概念，对单个信源的信息量和通信中传递信息的数量与效率等问题做出了解释，并在世界的不...</p>
                <div class="article-item-more"><a href="/column/article/1573" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/1573">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">06 数学基础 | 明日黄花迹难寻：形式逻辑</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2017-12-21</span></div>
                <img src="https://static001.geekbang.org/resource/image/47/df/472f2abc6d8b1e73957e96c9388b54df.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">理想的人工智能应该具备抽象意义上的学习、推理与归纳能力，要实现这样的人工智能，不可或缺的基础是形式逻辑。</p>
                <div class="article-item-more"><a href="/column/article/1639" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/1639">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">（课外辅导）数学基础 | 拓展阅读参考书</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2017-12-22</span></div>
                <img src="https://static001.geekbang.org/resource/image/fd/c2/fd0c2d13bf2791f0eea00fa53aceadc2.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">学完了数学基础的模块，希望这些参考书能够帮你进一步成长。</p>
                <div class="article-item-more"><a href="/column/article/1807" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/1807">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">07 机器学习 | 数山有路，学海无涯：机器学习概论</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2017-12-23</span></div>
                <img src="https://static001.geekbang.org/resource/image/51/75/51223c7b7191982c49eda7f6fb792175.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">从大量现象中提取反复出现的规律与模式，这一过程在人工智能中的实现就是机器学习。</p>
                <div class="article-item-more"><a href="/column/article/1669" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/1669">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">08 机器学习 | 简约而不简单：线性回归</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2017-12-26</span></div>
                <img src="https://static001.geekbang.org/resource/image/62/e5/6268fc9714aa3936aae6267cfdd2dce5.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">数学中的线性模型可谓“简约而不简单”：它既能体现出重要的基本思想，又能构造出功能更加强大的非线性模型。</p>
                <div class="article-item-more"><a href="/column/article/1865" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/1865">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">09 机器学习 | 大道至简：朴素贝叶斯方法</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2017-12-28</span></div>
                <img src="https://static001.geekbang.org/resource/image/54/83/54427e534b508edeab074fd352562d83.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">今天我来分享一个用于解决分类问题的算法，即将连续取值的输入映射为离散取值的输出，算法的名字叫作“朴素贝叶...</p>
                <div class="article-item-more"><a href="/column/article/1866" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/1866">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">10 机器学习 | 衍化至繁：逻辑回归</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2017-12-30</span></div>
                <img src="https://static001.geekbang.org/resource/image/e2/9e/e208b6727c8da590e7f1f6a4b1edae9e.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">虽然顶着“回归”的名号，但逻辑回归解决的却是实打实的分类问题。</p>
                <div class="article-item-more"><a href="/column/article/1867" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/1867">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">11 机器学习 | 步步为营，有章可循：决策树</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-01-02</span></div>
                <img src="https://static001.geekbang.org/resource/image/11/b6/11415c9f6c24ddff6250323f60a739b6.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">决策树算法是解决分类问题的另一种方法。与基于概率推断的朴素贝叶斯分类器和逻辑回归模型不同，决策树算法采用...</p>
                <div class="article-item-more"><a href="/column/article/2008" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/2008">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">12 机器学习 | 穷则变，变则通：支持向量机</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-01-04</span></div>
                <img src="https://static001.geekbang.org/resource/image/f0/7b/f06eb79f2f89355ce7d2231ece16227b.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">支持向量机是一种二分类算法，通过在高维空间中构造超平面实现对样本的分类。</p>
                <div class="article-item-more"><a href="/column/article/2028" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/2028">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">13 机器学习 | 三个臭皮匠，赛过诸葛亮：集成学习</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-01-06</span></div>
                <img src="https://static001.geekbang.org/resource/image/44/58/44f950a845ac76a2f145f00b3624de58.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">无线通信中的分集思想在机器学习中的对应就是集成学习。集成学习正是使用多个个体学习器来获得比每个单独学习器...</p>
                <div class="article-item-more"><a href="/column/article/2030" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/2030">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">14 机器学习 | 物以类聚，人以群分：聚类分析</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-01-09</span></div>
                <img src="https://static001.geekbang.org/resource/image/d8/5e/d8b82b5b3840b749978d94fb3312675e.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">聚类分析是一种无监督学习方法，其目标是学习没有分类标记的训练样本，以揭示数据的内在性质和规律。</p>
                <div class="article-item-more"><a href="/column/article/2196" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/2196">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">15 机器学习 | 好钢用在刀刃上：降维学习</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-01-11</span></div>
                <img src="https://static001.geekbang.org/resource/image/bd/86/bd245184d119f37756dbd3458b105b86.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">根据凡事抓主要矛盾的原则，对举足轻重的属性要给予足够的重视，无关紧要的属性则可以忽略不计，这在机器学习中...</p>
                <div class="article-item-more"><a href="/column/article/2197" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/2197">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">（课外辅导）机器学习 | 拓展阅读参考书</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-01-12</span></div>
                <img src="https://static001.geekbang.org/resource/image/fd/c2/fd0c2d13bf2791f0eea00fa53aceadc2.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">学完了机器学习的模块，希望这些参考书能够帮你进一步成长。</p>
                <div class="article-item-more"><a href="/column/article/2113" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/2113">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">16 人工神经网络 | 道法自然，久藏玄冥：神经网络的生理学背景</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-01-13</span></div>
                <img src="https://static001.geekbang.org/resource/image/cb/e8/cbeabd2959e8c83c16399c95b4c715e8.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">今天我们来分享人工神经网络的生理学背景，并简单介绍人类认知的物理基础与工作机制。</p>
                <div class="article-item-more"><a href="/column/article/2208" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/2208">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">17 人工神经网络 | 一个青年才俊的意外死亡：神经元与感知器</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-01-16</span></div>
                <img src="https://static001.geekbang.org/resource/image/57/8a/57c9a55f032b46b95dfef0127446dc8a.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">1943年，一篇论文宣告了人工神经网络的呱呱坠地，神经网络的鼻祖感知器的基本原理是怎样的？</p>
                <div class="article-item-more"><a href="/column/article/2444" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/2444">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">18 人工神经网络 | 左手信号，右手误差：多层感知器</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-01-18</span></div>
                <img src="https://static001.geekbang.org/resource/image/10/69/1023a6ccc49807804ff0b484afd44669.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">虽然异或问题成为感知器和早期神经网络的阿喀琉斯之踵，但它并非无解的问题。恰恰相反，解决它的思路相当简单，...</p>
                <div class="article-item-more"><a href="/column/article/2446" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/2446">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">19 人工神经网络 | 各人自扫门前雪：径向基函数神经网络</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-01-20</span></div>
                <img src="https://static001.geekbang.org/resource/image/9e/e7/9e7e40eca7038b6c6f5fce7cf28b27e7.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">在神经科学中，什么是“感受野”？如何训练径向基函数神经网络？</p>
                <div class="article-item-more"><a href="/column/article/2447" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/2447">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">20 人工神经网络 | 看不见的手：自组织特征映射</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-01-23</span></div>
                <img src="https://static001.geekbang.org/resource/image/a8/11/a832b1c48efad65746aa0e99835dc511.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">如果将无监督学习引入神经网络中，对应的结构就是自组织特征映射。</p>
                <div class="article-item-more"><a href="/column/article/2643" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/2643">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">21 人工神经网络 | 水无至清，人莫至察：模糊神经网络</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-01-25</span></div>
                <img src="https://static001.geekbang.org/resource/image/3c/e4/3c7effb0ec0e2f6896527a3eb1ea79e4.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">模糊神经网络是一类特殊的神经网络，它是神经网络和模糊逻辑结合形成的混合智能系统。</p>
                <div class="article-item-more"><a href="/column/article/2646" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/2646">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">（课外辅导）人工神经网络 | 拓展阅读参考书</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-01-26</span></div>
                <img src="https://static001.geekbang.org/resource/image/fd/c2/fd0c2d13bf2791f0eea00fa53aceadc2.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">梳理了人工神经网络模块几本经典的书，为你进一步学习提供参考。</p>
                <div class="article-item-more"><a href="/column/article/2655" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/2655">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">22 深度学习 | 空山鸣响，静水流深：深度学习概述</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-01-27</span></div>
                <img src="https://static001.geekbang.org/resource/image/02/b3/021be9671d8498dabafbfa602507afb3.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">深度学习的理论问题是成为人工智能讨论中的一个焦点，深度学习实际上是基于具有多个隐藏层的神经网络的学习。</p>
                <div class="article-item-more"><a href="/column/article/2656" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/2656">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">课外谈 | “人工智能基础课”之二三闲话</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-01-29</span></div>
                <img src="https://static001.geekbang.org/resource/image/2e/44/2ea5f3fcce844425282dbc72fe894444.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">不知不觉，专栏上新已一月有余。各位朋友在阅读之余的互动带给我不少的思考，借此机会呢，和你聊聊这个专栏的杂...</p>
                <div class="article-item-more"><a href="/column/article/2880" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/2880">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">23 深度学习 | 前方有路，未来可期：深度前馈网络</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-01-30</span></div>
                <img src="https://static001.geekbang.org/resource/image/b1/22/b1f731c19864962e329b3a89c003a822.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">深度前馈网络是具有深度结构的前馈神经网络，可以看成是进化版的多层感知器。</p>
                <div class="article-item-more"><a href="/column/article/2874" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/2874">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">24 深度学习 | 小树不修不直溜：深度学习中的正则化</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-02-01</span></div>
                <img src="https://static001.geekbang.org/resource/image/b4/90/b42136645cdd035c9cef0bf1b0879890.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">正则化作为抑制过拟合的手段，是机器学习和深度学习之中必不可少的环节，具有举足轻重的地位。</p>
                <div class="article-item-more"><a href="/column/article/2875" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/2875">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">25 深度学习 | 玉不琢不成器：深度学习中的优化</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-02-03</span></div>
                <img src="https://static001.geekbang.org/resource/image/d9/ce/d959d84fcf3baa6ed86c5e96268074ce.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">除了正则化之外，优化也是深度学习需要解决的一个核心问题。出于效率和精确性的考虑，在深度学习的优化上需要使...</p>
                <div class="article-item-more"><a href="/column/article/2876" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/2876">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">26 深度学习 | 空竹里的秘密：自编码器</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-02-06</span></div>
                <img src="https://static001.geekbang.org/resource/image/5e/a5/5ecba37fa627278d8fbb0731001ca6a5.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">自编码器是一类执行无监督学习任务的神经网络结构。今天我们就来聊聊这个有着“空竹网络”雅号的自编码器。</p>
                <div class="article-item-more"><a href="/column/article/3287" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/3287">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">27 深度学习 | 困知勉行者勇：深度强化学习</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-02-08</span></div>
                <img src="https://static001.geekbang.org/resource/image/8c/73/8cdd1e9551b02a8699c0541614682673.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">在AlphaGo Zero中，深度强化学习大放异彩。今天我们就来聊聊深度强化学习怎样完成从数据到决策的转变。</p>
                <div class="article-item-more"><a href="/column/article/3429" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/3429">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">（课外辅导）深度学习 | 拓展阅读参考书</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-02-09</span></div>
                <img src="https://static001.geekbang.org/resource/image/fd/c2/fd0c2d13bf2791f0eea00fa53aceadc2.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">由于深度学习是近五年才流行起来的概念，参考资料因而屈指可数。推荐给你这些有价值的书和论文。</p>
                <div class="article-item-more"><a href="/column/article/3223" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/3223">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">28 深度学习框架下的神经网络 | 枯木逢春：深度信念网络</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-02-10</span></div>
                <img src="https://static001.geekbang.org/resource/image/a2/1d/a2a26f7180e99fd42f6b46089ee7ab1d.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">
                    2006年，深度学习的祖师爷乔弗里·辛顿提出了深度信念网络模型，它吹响了连接主义学派复兴的号角，也打开了通向...</p>
                <div class="article-item-more"><a href="/column/article/3431" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/3431">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">29 深度学习框架下的神经网络 | 见微知著：卷积神经网络</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-02-13</span></div>
                <img src="https://static001.geekbang.org/resource/image/84/d0/849b1f0f2927ff05ce9cb30e71ba85d0.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">今天我们来讲人脸识别乃至图像识别中的一项关键技术，卷积神经网络。</p>
                <div class="article-item-more"><a href="/column/article/3638" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/3638">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">30 深度学习框架下的神经网络 | 昨日重现：循环神经网络</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-02-15</span></div>
                <img src="https://static001.geekbang.org/resource/image/8d/39/8d6ad638b8fcb974768281b4b47a2939.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">今天，我们从RNN的两层含义讲起，聊一聊循环神经网络。</p>
                <div class="article-item-more"><a href="/column/article/3639" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/3639">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">31 深度学习框架下的神经网络 | 左右互搏：生成式对抗网络</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-02-17</span></div>
                <img src="https://static001.geekbang.org/resource/image/01/8b/01427c83badf6c788f033573c30bb98b.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">今天我们来聊一聊在最近两年名声大噪的生成式对抗网络，这是一类在无监督学习中使用的人工智能算法，由两个在零...</p>
                <div class="article-item-more"><a href="/column/article/3643" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/3643">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">32 深度学习框架下的神经网络 | 三重门：长短期记忆网络</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-02-20</span></div>
                <img src="https://static001.geekbang.org/resource/image/98/15/982224b945b12017576f4d8d5c694215.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">如何在神经网络中引入记忆？长短期记忆网络的作用就是实现长期记忆，或者更准确地说，是实现任意长度的记忆。</p>
                <div class="article-item-more"><a href="/column/article/3644" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/3644">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">33 深度学习之外的人工智能 | 一图胜千言：概率图模型</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-02-22</span></div>
                <img src="https://static001.geekbang.org/resource/image/af/0c/af2ae0d1d7ee163d07d82db29ee7390c.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">深度学习远非实现人工智能的唯一途径，从今天开始，就来和你聊一聊深度学习之外的人工智能。</p>
                <div class="article-item-more"><a href="/column/article/3646" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/3646">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">34 深度学习之外的人工智能 | 乌合之众的逆袭：集群智能</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-02-24</span></div>
                <img src="https://static001.geekbang.org/resource/image/dd/68/dd5ea7c16287bc58d5541980161e2268.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">用集群智能方法实现人工智能，代表的是研究方式的转变，从结构模拟出发，通过人为创造类似人类脑神经系统的结构...</p>
                <div class="article-item-more"><a href="/column/article/3649" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/3649">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">35 深度学习之外的人工智能 | 授人以鱼不如授人以渔：迁移学习</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-02-27</span></div>
                <img src="https://static001.geekbang.org/resource/image/91/de/910daa310b03437c026c85834436bcde.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">人工智能的大咖吴恩达表示“继深度学习之后，迁移学习将引领下一波机器学习技术”。那什么是迁移学习？今天我们...</p>
                <div class="article-item-more"><a href="/column/article/4009" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/4009">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">推荐阅读 | 我与人工智能的故事</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-02-28</span></div>
                <img src="https://static001.geekbang.org/resource/image/63/57/63045876126dabf34a624c9a3e197957.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">今天给你推荐一篇文章，是我们专栏读者自己的故事。</p>
                <div class="article-item-more"><a href="/column/article/4167" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/4167">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">36 深度学习之外的人工智能 | 滴水藏海：知识图谱</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-03-01</span></div>
                <img src="https://static001.geekbang.org/resource/image/4a/db/4a687cd503689e917398649f1eb2cddb.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">要构造可解释的人工智能，靠大数据去训练复杂模型肯定是不靠谱的，还是要回归到逻辑推演的路径上，而知识图谱很...</p>
                <div class="article-item-more"><a href="/column/article/4010" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/4010">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">37 应用场景 | 你是我的眼：计算机视觉</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-03-03</span></div>
                <img src="https://static001.geekbang.org/resource/image/d5/a3/d50fcd02aadb0178e96bf833708acfa3.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">计算机视觉称得上是个古老的学科，它的任务是用计算机实现视觉感知功能，代替人眼执行对目标的识别、跟踪、测量...</p>
                <div class="article-item-more"><a href="/column/article/4020" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/4020">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">38 应用场景 | 嘿, Siri：语音处理</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-03-06</span></div>
                <img src="https://static001.geekbang.org/resource/image/2e/4b/2eea1932c76ed22b53a39f3414f5b64b.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">
                    语音处理是人工智能技术的一个重要应用场景。今天，我就结合苹果公司关于Siri的介绍简单谈谈人工智能中的语音处...</p>
                <div class="article-item-more"><a href="/column/article/4021" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/4021">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">39 应用场景 | 心有灵犀一点通：对话系统</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-03-08</span></div>
                <img src="https://static001.geekbang.org/resource/image/c0/9c/c0f969d33bd36212c0f36a9f50f24e9c.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">人工智能的一个基本挑战就是赋予机器使用自然语言与人交流的能力，今天我们就来聊聊对话系统。</p>
                <div class="article-item-more"><a href="/column/article/4022" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/4022">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">40 应用场景 | 数字巴别塔：机器翻译</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-03-10</span></div>
                <img src="https://static001.geekbang.org/resource/image/20/dd/20479c90db3f9071ebff0a0a3c2354dd.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">想要利用计算机实现不同语言之间的自动翻译，科学家们已经做了很多努力，也取得了长足的进展。今天我们就来聊聊...</p>
                <div class="article-item-more"><a href="/column/article/4023" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/4023">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">结课 | 溯洄从之，道阻且长</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-03-13</span></div>
                <img src="https://static001.geekbang.org/resource/image/fb/39/fb5b98a827d74427590a11e70770f039.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">《人工智能基础课》应该是一份简历、一份提纲，勾勒出这个领域的基本框架。</p>
                <div class="article-item-more"><a href="/column/article/4607" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/4607">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">一键到达 | 数学基础复习课</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-03-15</span></div>
                <img src="https://static001.geekbang.org/resource/image/fe/cf/fe77f9656cd334062d0d6f1ee7d77ccf.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">今天来复习专栏的第一部分内容，数学基础。</p>
                <div class="article-item-more"><a href="/column/article/4647" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/4647">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">一键到达 | 机器学习复习课</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-03-17</span></div>
                <img src="https://static001.geekbang.org/resource/image/2c/9c/2c1ce1a59f8b613f965ae138f10fd19c.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">今天我们来复习专栏的第二部分内容，机器学习。</p>
                <div class="article-item-more"><a href="/column/article/4672" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/4672">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">一键到达 | 人工神经网络复习课</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-03-20</span></div>
                <img src="https://static001.geekbang.org/resource/image/f0/b7/f0453ba11053f99f6c21aed04aa4f0b7.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">今天我们来复习专栏的第三部分内容，人工神经网络。</p>
                <div class="article-item-more"><a href="/column/article/4719" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/4719">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">一键到达 | 深度学习复习课</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-03-22</span></div>
                <img src="https://static001.geekbang.org/resource/image/fa/4f/fa69e32cb1d0951e93f166ec7668694f.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">今天我们来复习专栏的第四部分内容，深度学习。</p>
                <div class="article-item-more"><a href="/column/article/4721" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/4721">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">直播回顾 | 机器学习必备的数学基础</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-03-23</span></div>
                <img src="https://static001.geekbang.org/resource/image/ab/b4/ab1f7af8119b10c532202817f8b36cb4.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">今天和你分享的内容是“机器学习中数学基础”的直播回顾文，也是对专栏数学基础部分的一个梳理。</p>
                <div class="article-item-more"><a href="/column/article/4955" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/4955">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">一键到达 | 深度学习框架下的神经网络复习课</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-03-24</span></div>
                <img src="https://static001.geekbang.org/resource/image/99/fb/99aa064e7055d4fad520b137529f39fb.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">今天我们来复习专栏的第五部分内容，深度学习框架下的神经网络。</p>
                <div class="article-item-more"><a href="/column/article/4724" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/4724">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">一键到达 | 深度学习之外的人工智能复习课</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-03-27</span></div>
                <img src="https://static001.geekbang.org/resource/image/ca/a7/ca1065a092c0f4af5ec19a8763c50ba7.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">今天我们来复习专栏的第六部分内容，深度学习之外的人工智能。</p>
                <div class="article-item-more"><a href="/column/article/4725" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/4725">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">一键到达 | 应用场景复习课</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-03-29</span></div>
                <img src="https://static001.geekbang.org/resource/image/32/6e/322c4dbade68f13cf5bde17f3fe0a66e.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">今天我们来复习专栏的最后一部分内容，应用场景。</p>
                <div class="article-item-more"><a href="/column/article/4726" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/4726">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">第2季回归 | 这次我们来聊聊机器学习</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-06-05</span></div>
                <img src="https://static001.geekbang.org/resource/image/44/44/444241a7a663bba36daf7befead6a244.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">你好，我是王天一，我在“机器学习40讲”欢迎你的到来！</p>
                <div class="article-item-more"><a href="/column/article/8642" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/8642">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
        <div data-v-a6a58a5e="" class="article-item">
            <div class="article-item-wrapper"><h2 class="article-item-title">新书 | 《裂变：秒懂人工智能的基础课》</h2>
                <div class="article-item-hd"><i class="iconfont article-item-view">
                    
                </i> <span class="article-item-time">2018-06-13</span></div>
                <img src="https://static001.geekbang.org/resource/image/9f/e4/9f730f88bdece7c4c26c9e231fc180e4.jpg"
                     class="article-item-cover">
                <p class="article-item-desc common-content">从2017年12月到今年3月，我们一起创作了这本书。</p>
                <div class="article-item-more"><a href="/column/article/9118" class="article-item-more-value"
                                                  data-gk-spider-link="/column/article/9118">阅读全文</a> <i
                        class="iconfont"></i></div>
            </div> <!----></div>
    </div>
</div>
</body>
</html>